乌鳢鱼种特征分析识别数据集

内部数据数据采集和外部数据采集情况：该数据集主要通过企业内部各部自行采集，监测部门通过水域环境监测设备，采集鱼种栖息水域的水质数据、温度、pH值、溶氧量等环境数据。人工标注部门通过人工标注和机器视觉系统，采集鱼种的图像、视频数据，利用算法进行特征提取与分析，形成相关的特征数据。目前，这些数据完全来自企业内部的各个部门和技术平台，主要以现场数据采集、自动化监测系统和人工标注为主，未涉及外部数据采集。Data collection status for internal and external sources: This dataset is mainly collected independently by various internal departments of the enterprise. The monitoring department collects environmental data including water quality parameters, temperature, pH value, and dissolved oxygen content of fish habitat waters via aquatic environment monitoring equipment. The manual annotation department collects image and video data of fish species through manual annotation and machine vision systems, and conducts feature extraction and analysis using algorithms to generate relevant feature datasets. Currently, all the data exclusively originate from various internal departments and technical platforms of the enterprise, primarily adopting on-site data collection, automated monitoring systems and manual annotation, with no involvement of external data collection.

搜集汇总

背景与挑战

背景概述

该数据集由武汉中科瑞通信息技术有限公司提供，主要用于乌鳢鱼种的生态保护和环境治理，包含水质、温度、pH值等环境数据及鱼种图像和视频数据，数据规模为100条，每周更新。